Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 899 |
| Missing cells | 1073 |
| Missing cells (%) | 4.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 189.8 KiB |
| Average record size in memory | 216.1 B |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 13 |
trestbps is highly correlated with trestbpd | High correlation |
trestbpd is highly correlated with trestbps and 1 other fields | High correlation |
lvx3 is highly correlated with lvx1 and 2 other fields | High correlation |
lvx4 is highly correlated with lvx3 | High correlation |
df_index is highly correlated with restecg and 1 other fields | High correlation |
cp is highly correlated with exang | High correlation |
restecg is highly correlated with df_index | High correlation |
nitr is highly correlated with pro and 1 other fields | High correlation |
pro is highly correlated with nitr and 1 other fields | High correlation |
thaldur is highly correlated with thalach | High correlation |
thalach is highly correlated with thaldur and 2 other fields | High correlation |
thalrest is highly correlated with thalach | High correlation |
tpeakbps is highly correlated with xhypo | High correlation |
tpeakbpd is highly correlated with trestbpd | High correlation |
exang is highly correlated with cp and 2 other fields | High correlation |
xhypo is highly correlated with tpeakbps | High correlation |
oldpeak is highly correlated with exang and 1 other fields | High correlation |
num is highly correlated with oldpeak | High correlation |
lvx1 is highly correlated with lvx2 and 1 other fields | High correlation |
lvx2 is highly correlated with lvx1 and 2 other fields | High correlation |
lvf is highly correlated with lvx2 | High correlation |
dataset is highly correlated with df_index and 2 other fields | High correlation |
trestbps has 61 (6.8%) missing values | Missing |
dig has 70 (7.8%) missing values | Missing |
prop has 68 (7.6%) missing values | Missing |
nitr has 67 (7.5%) missing values | Missing |
pro has 65 (7.2%) missing values | Missing |
diuretic has 83 (9.2%) missing values | Missing |
thaldur has 58 (6.5%) missing values | Missing |
thalach has 57 (6.3%) missing values | Missing |
thalrest has 58 (6.5%) missing values | Missing |
tpeakbps has 65 (7.2%) missing values | Missing |
tpeakbpd has 65 (7.2%) missing values | Missing |
trestbpd has 61 (6.8%) missing values | Missing |
exang has 57 (6.3%) missing values | Missing |
xhypo has 60 (6.7%) missing values | Missing |
oldpeak has 64 (7.1%) missing values | Missing |
lvx1 has 21 (2.3%) missing values | Missing |
lvx2 has 21 (2.3%) missing values | Missing |
lvx3 has 21 (2.3%) missing values | Missing |
lvx4 has 21 (2.3%) missing values | Missing |
lvf has 18 (2.0%) missing values | Missing |
df_index is uniformly distributed | Uniform |
df_index has unique values | Unique |
oldpeak has 361 (40.2%) zeros | Zeros |
Reproduction
| Analysis started | 2022-10-19 05:38:13.157341 |
|---|---|
| Analysis finished | 2022-10-19 05:38:29.292624 |
| Duration | 16.14 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 899 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 449.4482759 |
| Minimum | 0 |
|---|---|
| Maximum | 900 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 44.9 |
| Q1 | 224.5 |
| median | 449 |
| Q3 | 674.5 |
| 95-th percentile | 855.1 |
| Maximum | 900 |
| Range | 900 |
| Interquartile range (IQR) | 450 |
Descriptive statistics
| Standard deviation | 260.2613864 |
|---|---|
| Coefficient of variation (CV) | 0.5790686056 |
| Kurtosis | -1.198604305 |
| Mean | 449.4482759 |
| Median Absolute Deviation (MAD) | 225 |
| Skewness | 0.004327158295 |
| Sum | 404054 |
| Variance | 67735.98925 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 675 | 1 | 0.1% |
| 592 | 1 | 0.1% |
| 593 | 1 | 0.1% |
| 594 | 1 | 0.1% |
| 595 | 1 | 0.1% |
| 596 | 1 | 0.1% |
| 597 | 1 | 0.1% |
| 598 | 1 | 0.1% |
| 599 | 1 | 0.1% |
| Other values (889) | 889 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 900 | 1 | |
| 899 | 1 | |
| 898 | 1 | |
| 897 | 1 | |
| 896 | 1 | |
| 895 | 1 | |
| 894 | 1 | |
| 893 | 1 | |
| 892 | 1 | |
| 891 | 1 |
age
Real number (ℝ≥0)
| Distinct | 50 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.48272018 |
| Minimum | 28 |
|---|---|
| Maximum | 77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 47 |
| median | 54 |
| Q3 | 60 |
| 95-th percentile | 68 |
| Maximum | 77 |
| Range | 49 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.44556669 |
|---|---|
| Coefficient of variation (CV) | 0.1766096911 |
| Kurtosis | -0.3854243511 |
| Mean | 53.48272018 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.1836803384 |
| Sum | 47974 |
| Variance | 89.21873009 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 54 | 51 | 5.7% |
| 58 | 40 | 4.4% |
| 55 | 38 | 4.2% |
| 52 | 36 | 4.0% |
| 56 | 36 | 4.0% |
| 62 | 35 | 3.9% |
| 57 | 35 | 3.9% |
| 51 | 35 | 3.9% |
| 59 | 34 | 3.8% |
| 53 | 33 | 3.7% |
| Other values (40) | 524 |
| Value | Count | Frequency (%) |
| 28 | 1 | 0.1% |
| 29 | 3 | 0.3% |
| 30 | 1 | 0.1% |
| 31 | 2 | 0.2% |
| 32 | 5 | |
| 33 | 2 | 0.2% |
| 34 | 7 | |
| 35 | 10 | |
| 36 | 6 | |
| 37 | 11 |
| Value | Count | Frequency (%) |
| 77 | 2 | 0.2% |
| 76 | 2 | 0.2% |
| 75 | 3 | 0.3% |
| 74 | 7 | |
| 73 | 1 | 0.1% |
| 72 | 4 | 0.4% |
| 71 | 5 | 0.6% |
| 70 | 7 | |
| 69 | 13 | |
| 68 | 9 |
sex
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Memory size | 7.1 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2691 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 709 | |
| 0.0 | 188 | 20.9% |
| (Missing) | 2 | 0.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 709 | |
| 0.0 | 188 | 21.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1085 | |
| . | 897 | |
| 1 | 709 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1794 | |
| Other Punctuation | 897 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1085 | |
| 1 | 709 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 897 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2691 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1085 | |
| . | 897 | |
| 1 | 709 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2691 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1085 | |
| . | 897 | |
| 1 | 709 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Memory size | 7.1 KiB |
| 4.0 | |
|---|---|
| 3.0 | |
| 2.0 | |
| 1.0 | 45 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2691 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 2.0 |
| 4th row | 4.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 4.0 | 484 | |
| 3.0 | 201 | |
| 2.0 | 167 | 18.6% |
| 1.0 | 45 | 5.0% |
| (Missing) | 2 | 0.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 4.0 | 484 | |
| 3.0 | 201 | |
| 2.0 | 167 | 18.6% |
| 1.0 | 45 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 897 | |
| 0 | 897 | |
| 4 | 484 | |
| 3 | 201 | 7.5% |
| 2 | 167 | 6.2% |
| 1 | 45 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1794 | |
| Other Punctuation | 897 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 897 | |
| 4 | 484 | |
| 3 | 201 | 11.2% |
| 2 | 167 | 9.3% |
| 1 | 45 | 2.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 897 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2691 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 897 | |
| 0 | 897 | |
| 4 | 484 | |
| 3 | 201 | 7.5% |
| 2 | 167 | 6.2% |
| 1 | 45 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2691 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 897 | |
| 0 | 897 | |
| 4 | 484 | |
| 3 | 201 | 7.5% |
| 2 | 167 | 6.2% |
| 1 | 45 | 1.7% |
| Distinct | 59 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 61 |
| Missing (%) | 6.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 132.2732697 |
| Minimum | 80 |
|---|---|
| Maximum | 200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 80 |
|---|---|
| 5-th percentile | 105 |
| Q1 | 120 |
| median | 130 |
| Q3 | 140 |
| 95-th percentile | 160 |
| Maximum | 200 |
| Range | 120 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 18.61688258 |
|---|---|
| Coefficient of variation (CV) | 0.1407456141 |
| Kurtosis | 0.6265373524 |
| Mean | 132.2732697 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.6268952423 |
| Sum | 110845 |
| Variance | 346.5883169 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 120 | 127 | |
| 130 | 112 | |
| 140 | 100 | 11.1% |
| 110 | 58 | 6.5% |
| 150 | 56 | 6.2% |
| 160 | 50 | 5.6% |
| 125 | 28 | 3.1% |
| 115 | 19 | 2.1% |
| 135 | 18 | 2.0% |
| 128 | 16 | 1.8% |
| Other values (49) | 254 | |
| (Missing) | 61 | 6.8% |
| Value | Count | Frequency (%) |
| 80 | 1 | 0.1% |
| 92 | 1 | 0.1% |
| 94 | 2 | 0.2% |
| 95 | 6 | 0.7% |
| 96 | 1 | 0.1% |
| 98 | 1 | 0.1% |
| 100 | 15 | |
| 101 | 1 | 0.1% |
| 102 | 3 | 0.3% |
| 104 | 3 | 0.3% |
| Value | Count | Frequency (%) |
| 200 | 4 | 0.4% |
| 192 | 1 | 0.1% |
| 190 | 2 | 0.2% |
| 185 | 1 | 0.1% |
| 180 | 12 | |
| 178 | 3 | 0.3% |
| 174 | 1 | 0.1% |
| 172 | 2 | 0.2% |
| 170 | 13 | |
| 165 | 2 | 0.2% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 4 |
| Missing (%) | 0.4% |
| Memory size | 7.1 KiB |
| 0.0 | |
|---|---|
| 2.0 | |
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2685 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 537 | |
| 2.0 | 182 | 20.2% |
| 1.0 | 176 | 19.6% |
| (Missing) | 4 | 0.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 537 | |
| 2.0 | 182 | 20.3% |
| 1.0 | 176 | 19.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1432 | |
| . | 895 | |
| 2 | 182 | 6.8% |
| 1 | 176 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1790 | |
| Other Punctuation | 895 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1432 | |
| 2 | 182 | 10.2% |
| 1 | 176 | 9.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 895 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2685 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1432 | |
| . | 895 | |
| 2 | 182 | 6.8% |
| 1 | 176 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2685 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1432 | |
| . | 895 | |
| 2 | 182 | 6.8% |
| 1 | 176 | 6.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 70 |
| Missing (%) | 7.8% |
| Memory size | 7.1 KiB |
| 0.0 | |
|---|---|
| 1.0 | 29 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2487 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 800 | |
| 1.0 | 29 | 3.2% |
| (Missing) | 70 | 7.8% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 800 | |
| 1.0 | 29 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1629 | |
| . | 829 | |
| 1 | 29 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1658 | |
| Other Punctuation | 829 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1629 | |
| 1 | 29 | 1.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 829 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2487 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1629 | |
| . | 829 | |
| 1 | 29 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2487 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1629 | |
| . | 829 | |
| 1 | 29 | 1.2% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 68 |
| Missing (%) | 7.6% |
| Memory size | 7.1 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 22.0 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.001203369 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2494 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 617 | |
| 1.0 | 213 | 23.7% |
| 22.0 | 1 | 0.1% |
| (Missing) | 68 | 7.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 617 | |
| 1.0 | 213 | 25.6% |
| 22.0 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1448 | |
| . | 831 | |
| 1 | 213 | 8.5% |
| 2 | 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1663 | |
| Other Punctuation | 831 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1448 | |
| 1 | 213 | 12.8% |
| 2 | 2 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 831 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2494 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1448 | |
| . | 831 | |
| 1 | 213 | 8.5% |
| 2 | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2494 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1448 | |
| . | 831 | |
| 1 | 213 | 8.5% |
| 2 | 2 | 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 67 |
| Missing (%) | 7.5% |
| Memory size | 7.1 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2496 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 610 | |
| 1.0 | 222 | 24.7% |
| (Missing) | 67 | 7.5% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 610 | |
| 1.0 | 222 | 26.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1442 | |
| . | 832 | |
| 1 | 222 | 8.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1664 | |
| Other Punctuation | 832 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1442 | |
| 1 | 222 | 13.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 832 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2496 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1442 | |
| . | 832 | |
| 1 | 222 | 8.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2496 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1442 | |
| . | 832 | |
| 1 | 222 | 8.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 65 |
| Missing (%) | 7.2% |
| Memory size | 7.1 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2502 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 690 | |
| 1.0 | 144 | 16.0% |
| (Missing) | 65 | 7.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 690 | |
| 1.0 | 144 | 17.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1524 | |
| . | 834 | |
| 1 | 144 | 5.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1668 | |
| Other Punctuation | 834 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1524 | |
| 1 | 144 | 8.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 834 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2502 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1524 | |
| . | 834 | |
| 1 | 144 | 5.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2502 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1524 | |
| . | 834 | |
| 1 | 144 | 5.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 83 |
| Missing (%) | 9.2% |
| Memory size | 7.1 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2448 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 725 | |
| 1.0 | 91 | 10.1% |
| (Missing) | 83 | 9.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 725 | |
| 1.0 | 91 | 11.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1541 | |
| . | 816 | |
| 1 | 91 | 3.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1632 | |
| Other Punctuation | 816 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1541 | |
| 1 | 91 | 5.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 816 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2448 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1541 | |
| . | 816 | |
| 1 | 91 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2448 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1541 | |
| . | 816 | |
| 1 | 91 | 3.7% |
| Distinct | 86 |
|---|---|
| Distinct (%) | 10.2% |
| Missing | 58 |
| Missing (%) | 6.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.651486326 |
| Minimum | 1 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3.1 |
| Q1 | 6 |
| median | 8.1 |
| Q3 | 10.5 |
| 95-th percentile | 16 |
| Maximum | 24 |
| Range | 23 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 3.749992959 |
|---|---|
| Coefficient of variation (CV) | 0.4334507179 |
| Kurtosis | 0.874317841 |
| Mean | 8.651486326 |
| Median Absolute Deviation (MAD) | 2.1 |
| Skewness | 0.8074915897 |
| Sum | 7275.9 |
| Variance | 14.06244719 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 93 | 10.3% |
| 7 | 65 | 7.2% |
| 6 | 60 | 6.7% |
| 10 | 51 | 5.7% |
| 8 | 49 | 5.5% |
| 11 | 45 | 5.0% |
| 12 | 45 | 5.0% |
| 4 | 39 | 4.3% |
| 5 | 35 | 3.9% |
| 13 | 32 | 3.6% |
| Other values (76) | 327 | |
| (Missing) | 58 | 6.5% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 1.5 | 4 | 0.4% |
| 1.7 | 1 | 0.1% |
| 1.8 | 1 | 0.1% |
| 2 | 11 | |
| 2.3 | 1 | 0.1% |
| 2.5 | 1 | 0.1% |
| 3 | 22 | |
| 3.1 | 2 | 0.2% |
| 3.2 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 24 | 1 | 0.1% |
| 21 | 1 | 0.1% |
| 20 | 6 | 0.7% |
| 19 | 12 | |
| 18 | 15 | |
| 17 | 5 | 0.6% |
| 16.5 | 1 | 0.1% |
| 16 | 6 | 0.7% |
| 15 | 11 | |
| 14.4 | 1 | 0.1% |
| Distinct | 119 |
|---|---|
| Distinct (%) | 14.1% |
| Missing | 57 |
| Missing (%) | 6.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137.2553444 |
| Minimum | 60 |
|---|---|
| Maximum | 202 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 95 |
| Q1 | 120 |
| median | 140 |
| Q3 | 157 |
| 95-th percentile | 178 |
| Maximum | 202 |
| Range | 142 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 25.9816111 |
|---|---|
| Coefficient of variation (CV) | 0.1892939849 |
| Kurtosis | -0.4867092298 |
| Mean | 137.2553444 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | -0.1958671889 |
| Sum | 115569 |
| Variance | 675.0441153 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 150 | 42 | 4.7% |
| 140 | 40 | 4.4% |
| 120 | 35 | 3.9% |
| 130 | 29 | 3.2% |
| 160 | 26 | 2.9% |
| 110 | 21 | 2.3% |
| 125 | 20 | 2.2% |
| 170 | 20 | 2.2% |
| 122 | 16 | 1.8% |
| 100 | 14 | 1.6% |
| Other values (109) | 579 | |
| (Missing) | 57 | 6.3% |
| Value | Count | Frequency (%) |
| 60 | 1 | |
| 63 | 1 | |
| 67 | 1 | |
| 69 | 1 | |
| 70 | 1 | |
| 71 | 1 | |
| 72 | 2 | |
| 73 | 1 | |
| 77 | 1 | |
| 78 | 1 |
| Value | Count | Frequency (%) |
| 202 | 1 | 0.1% |
| 195 | 1 | 0.1% |
| 194 | 1 | 0.1% |
| 192 | 1 | 0.1% |
| 190 | 2 | |
| 188 | 2 | |
| 187 | 1 | 0.1% |
| 186 | 2 | |
| 185 | 4 | |
| 184 | 4 |
| Distinct | 75 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 58 |
| Missing (%) | 6.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.50297265 |
| Minimum | 37 |
|---|---|
| Maximum | 139 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 37 |
|---|---|
| 5-th percentile | 55 |
| Q1 | 65 |
| median | 74 |
| Q3 | 84 |
| 95-th percentile | 100 |
| Maximum | 139 |
| Range | 102 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 14.74199713 |
|---|---|
| Coefficient of variation (CV) | 0.1952505525 |
| Kurtosis | 0.7309772696 |
| Mean | 75.50297265 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.633446697 |
| Sum | 63498 |
| Variance | 217.3264792 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70 | 40 | 4.4% |
| 74 | 33 | 3.7% |
| 80 | 30 | 3.3% |
| 68 | 29 | 3.2% |
| 75 | 27 | 3.0% |
| 72 | 26 | 2.9% |
| 64 | 26 | 2.9% |
| 73 | 25 | 2.8% |
| 84 | 25 | 2.8% |
| 78 | 24 | 2.7% |
| Other values (65) | 556 | |
| (Missing) | 58 | 6.5% |
| Value | Count | Frequency (%) |
| 37 | 1 | 0.1% |
| 39 | 1 | 0.1% |
| 40 | 1 | 0.1% |
| 43 | 1 | 0.1% |
| 44 | 1 | 0.1% |
| 46 | 2 | |
| 47 | 1 | 0.1% |
| 49 | 4 | |
| 50 | 4 | |
| 51 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 139 | 1 | 0.1% |
| 134 | 1 | 0.1% |
| 125 | 3 | |
| 124 | 1 | 0.1% |
| 120 | 3 | |
| 119 | 1 | 0.1% |
| 116 | 1 | 0.1% |
| 115 | 2 | 0.2% |
| 112 | 2 | 0.2% |
| 110 | 6 |
| Distinct | 74 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 65 |
| Missing (%) | 7.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 171.6570743 |
| Minimum | 84 |
|---|---|
| Maximum | 240 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 84 |
|---|---|
| 5-th percentile | 130 |
| Q1 | 155 |
| median | 170 |
| Q3 | 190 |
| 95-th percentile | 220 |
| Maximum | 240 |
| Range | 156 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 25.75281715 |
|---|---|
| Coefficient of variation (CV) | 0.1500247936 |
| Kurtosis | 0.160574 |
| Mean | 171.6570743 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0.03887863892 |
| Sum | 143162 |
| Variance | 663.207591 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 180 | 96 | 10.7% |
| 160 | 95 | 10.6% |
| 170 | 81 | 9.0% |
| 190 | 66 | 7.3% |
| 200 | 58 | 6.5% |
| 150 | 46 | 5.1% |
| 140 | 40 | 4.4% |
| 220 | 24 | 2.7% |
| 210 | 21 | 2.3% |
| 130 | 18 | 2.0% |
| Other values (64) | 289 | |
| (Missing) | 65 | 7.2% |
| Value | Count | Frequency (%) |
| 84 | 1 | 0.1% |
| 90 | 1 | 0.1% |
| 92 | 1 | 0.1% |
| 98 | 2 | 0.2% |
| 100 | 1 | 0.1% |
| 110 | 4 | |
| 112 | 1 | 0.1% |
| 115 | 1 | 0.1% |
| 116 | 1 | 0.1% |
| 120 | 9 |
| Value | Count | Frequency (%) |
| 240 | 5 | 0.6% |
| 235 | 1 | 0.1% |
| 232 | 1 | 0.1% |
| 230 | 14 | |
| 228 | 1 | 0.1% |
| 224 | 1 | 0.1% |
| 220 | 24 | |
| 216 | 1 | 0.1% |
| 215 | 5 | 0.6% |
| 210 | 21 |
| Distinct | 51 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 65 |
| Missing (%) | 7.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.29856115 |
| Minimum | 11 |
|---|---|
| Maximum | 134 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 65 |
| Q1 | 80 |
| median | 88 |
| Q3 | 100 |
| 95-th percentile | 110 |
| Maximum | 134 |
| Range | 123 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 14.74980042 |
|---|---|
| Coefficient of variation (CV) | 0.168958116 |
| Kurtosis | 0.9173888358 |
| Mean | 87.29856115 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.1315431013 |
| Sum | 72807 |
| Variance | 217.5566126 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 161 | |
| 90 | 130 | |
| 100 | 114 | |
| 70 | 59 | 6.6% |
| 110 | 43 | 4.8% |
| 95 | 28 | 3.1% |
| 85 | 25 | 2.8% |
| 60 | 23 | 2.6% |
| 75 | 23 | 2.6% |
| 78 | 22 | 2.4% |
| Other values (41) | 206 | |
| (Missing) | 65 | 7.2% |
| Value | Count | Frequency (%) |
| 11 | 1 | 0.1% |
| 26 | 1 | 0.1% |
| 40 | 2 | 0.2% |
| 45 | 1 | 0.1% |
| 50 | 2 | 0.2% |
| 55 | 1 | 0.1% |
| 56 | 2 | 0.2% |
| 58 | 3 | 0.3% |
| 60 | 23 | |
| 62 | 3 | 0.3% |
| Value | Count | Frequency (%) |
| 134 | 1 | 0.1% |
| 130 | 2 | 0.2% |
| 120 | 15 | 1.7% |
| 118 | 4 | 0.4% |
| 116 | 2 | 0.2% |
| 115 | 8 | 0.9% |
| 114 | 2 | 0.2% |
| 112 | 1 | 0.1% |
| 110 | 43 | |
| 108 | 2 | 0.2% |
| Distinct | 33 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 61 |
| Missing (%) | 6.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.63365155 |
| Minimum | 50 |
|---|---|
| Maximum | 120 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 70 |
| Q1 | 80 |
| median | 80 |
| Q3 | 90 |
| 95-th percentile | 100 |
| Maximum | 120 |
| Range | 70 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 9.845432143 |
|---|---|
| Coefficient of variation (CV) | 0.1177209408 |
| Kurtosis | 0.1766606109 |
| Mean | 83.63365155 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.08634759287 |
| Sum | 70085 |
| Variance | 96.93253408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 258 | |
| 90 | 158 | |
| 70 | 88 | 9.8% |
| 100 | 64 | 7.1% |
| 85 | 42 | 4.7% |
| 78 | 24 | 2.7% |
| 95 | 23 | 2.6% |
| 75 | 20 | 2.2% |
| 82 | 15 | 1.7% |
| 88 | 14 | 1.6% |
| Other values (23) | 132 | |
| (Missing) | 61 | 6.8% |
| Value | Count | Frequency (%) |
| 50 | 2 | 0.2% |
| 58 | 1 | 0.1% |
| 60 | 12 | 1.3% |
| 64 | 4 | 0.4% |
| 65 | 6 | 0.7% |
| 66 | 1 | 0.1% |
| 68 | 4 | 0.4% |
| 70 | 88 | |
| 72 | 8 | 0.9% |
| 74 | 9 | 1.0% |
| Value | Count | Frequency (%) |
| 120 | 1 | 0.1% |
| 110 | 7 | 0.8% |
| 106 | 2 | 0.2% |
| 105 | 5 | 0.6% |
| 104 | 1 | 0.1% |
| 102 | 1 | 0.1% |
| 100 | 64 | |
| 98 | 12 | 1.3% |
| 96 | 7 | 0.8% |
| 95 | 23 | 2.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 57 |
| Missing (%) | 6.3% |
| Memory size | 7.1 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2526 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 513 | |
| 1.0 | 329 | |
| (Missing) | 57 | 6.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 513 | |
| 1.0 | 329 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1355 | |
| . | 842 | |
| 1 | 329 | 13.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1684 | |
| Other Punctuation | 842 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1355 | |
| 1 | 329 | 19.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 842 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2526 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1355 | |
| . | 842 | |
| 1 | 329 | 13.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2526 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1355 | |
| . | 842 | |
| 1 | 329 | 13.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 60 |
| Missing (%) | 6.7% |
| Memory size | 7.1 KiB |
| 0.0 | |
|---|---|
| 1.0 | 22 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2517 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 817 | |
| 1.0 | 22 | 2.4% |
| (Missing) | 60 | 6.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 817 | |
| 1.0 | 22 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1656 | |
| . | 839 | |
| 1 | 22 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1678 | |
| Other Punctuation | 839 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1656 | |
| 1 | 22 | 1.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 839 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2517 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1656 | |
| . | 839 | |
| 1 | 22 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2517 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1656 | |
| . | 839 | |
| 1 | 22 | 0.9% |
| Distinct | 52 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 64 |
| Missing (%) | 7.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8707784431 |
| Minimum | -2.6 |
|---|---|
| Maximum | 6.2 |
| Zeros | 361 |
| Zeros (%) | 40.2% |
| Negative | 12 |
| Negative (%) | 1.3% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | -2.6 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.5 |
| Q3 | 1.5 |
| 95-th percentile | 3 |
| Maximum | 6.2 |
| Range | 8.8 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 1.081203585 |
|---|---|
| Coefficient of variation (CV) | 1.241651758 |
| Kurtosis | 1.145810293 |
| Mean | 0.8707784431 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 1.027919483 |
| Sum | 727.1 |
| Variance | 1.169001192 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 361 | |
| 1 | 82 | 9.1% |
| 2 | 75 | 8.3% |
| 1.5 | 47 | 5.2% |
| 3 | 28 | 3.1% |
| 0.5 | 19 | 2.1% |
| 2.5 | 16 | 1.8% |
| 1.4 | 15 | 1.7% |
| 1.2 | 14 | 1.6% |
| 1.6 | 14 | 1.6% |
| Other values (42) | 164 | |
| (Missing) | 64 | 7.1% |
| Value | Count | Frequency (%) |
| -2.6 | 1 | |
| -2 | 1 | |
| -1.5 | 1 | |
| -1.1 | 1 | |
| -1 | 2 | |
| -0.9 | 1 | |
| -0.8 | 1 | |
| -0.7 | 1 | |
| -0.5 | 2 | |
| -0.1 | 1 |
| Value | Count | Frequency (%) |
| 6.2 | 1 | 0.1% |
| 5.6 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 4.2 | 2 | 0.2% |
| 4 | 7 | |
| 3.8 | 1 | 0.1% |
| 3.7 | 1 | 0.1% |
| 3.6 | 4 | |
| 3.5 | 2 | 0.2% |
| 3.4 | 2 | 0.2% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Memory size | 7.1 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 3.0 | |
| 2.0 | |
| 4.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2691 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 3.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 404 | |
| 1.0 | 191 | |
| 3.0 | 130 | 14.5% |
| 2.0 | 130 | 14.5% |
| 4.0 | 42 | 4.7% |
| (Missing) | 2 | 0.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 404 | |
| 1.0 | 191 | |
| 3.0 | 130 | 14.5% |
| 2.0 | 130 | 14.5% |
| 4.0 | 42 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1301 | |
| . | 897 | |
| 1 | 191 | 7.1% |
| 3 | 130 | 4.8% |
| 2 | 130 | 4.8% |
| 4 | 42 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1794 | |
| Other Punctuation | 897 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1301 | |
| 1 | 191 | 10.6% |
| 3 | 130 | 7.2% |
| 2 | 130 | 7.2% |
| 4 | 42 | 2.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 897 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2691 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1301 | |
| . | 897 | |
| 1 | 191 | 7.1% |
| 3 | 130 | 4.8% |
| 2 | 130 | 4.8% |
| 4 | 42 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2691 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1301 | |
| . | 897 | |
| 1 | 191 | 7.1% |
| 3 | 130 | 4.8% |
| 2 | 130 | 4.8% |
| 4 | 42 | 1.6% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 21 |
| Missing (%) | 2.3% |
| Memory size | 7.1 KiB |
| 1.0 | |
|---|---|
| 3.0 | 4 |
| 7.0 | 1 |
| 5.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2634 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 872 | |
| 3.0 | 4 | 0.4% |
| 7.0 | 1 | 0.1% |
| 5.0 | 1 | 0.1% |
| (Missing) | 21 | 2.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 872 | |
| 3.0 | 4 | 0.5% |
| 7.0 | 1 | 0.1% |
| 5.0 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 878 | |
| 0 | 878 | |
| 1 | 872 | |
| 3 | 4 | 0.2% |
| 7 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1756 | |
| Other Punctuation | 878 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 878 | |
| 1 | 872 | |
| 3 | 4 | 0.2% |
| 7 | 1 | 0.1% |
| 5 | 1 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 878 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2634 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 878 | |
| 0 | 878 | |
| 1 | 872 | |
| 3 | 4 | 0.2% |
| 7 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2634 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 878 | |
| 0 | 878 | |
| 1 | 872 | |
| 3 | 4 | 0.2% |
| 7 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 21 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.033029613 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4163726475 |
|---|---|
| Coefficient of variation (CV) | 0.4030597403 |
| Kurtosis | 306.0365594 |
| Mean | 1.033029613 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.46405997 |
| Sum | 907 |
| Variance | 0.1733661816 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 869 | |
| 2 | 3 | 0.3% |
| 3 | 2 | 0.2% |
| 7 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| (Missing) | 21 | 2.3% |
| Value | Count | Frequency (%) |
| 1 | 869 | |
| 2 | 3 | 0.3% |
| 3 | 2 | 0.2% |
| 4 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 3 | 2 | 0.2% |
| 2 | 3 | 0.3% |
| 1 | 869 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 21 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.133257403 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.704610071 |
|---|---|
| Coefficient of variation (CV) | 0.6217564245 |
| Kurtosis | 36.28072631 |
| Mean | 1.133257403 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.863735499 |
| Sum | 995 |
| Variance | 0.4964753521 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 841 | |
| 5 | 13 | 1.4% |
| 3 | 8 | 0.9% |
| 2 | 6 | 0.7% |
| 4 | 5 | 0.6% |
| 6 | 3 | 0.3% |
| 8 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| (Missing) | 21 | 2.3% |
| Value | Count | Frequency (%) |
| 1 | 841 | |
| 2 | 6 | 0.7% |
| 3 | 8 | 0.9% |
| 4 | 5 | 0.6% |
| 5 | 13 | 1.4% |
| 6 | 3 | 0.3% |
| 7 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 6 | 3 | 0.3% |
| 5 | 13 | 1.4% |
| 4 | 5 | 0.6% |
| 3 | 8 | 0.9% |
| 2 | 6 | 0.7% |
| 1 | 841 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 21 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.612756264 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 7 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.723913612 |
|---|---|
| Coefficient of variation (CV) | 1.068923836 |
| Kurtosis | 5.655331127 |
| Mean | 1.612756264 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.684187067 |
| Sum | 1416 |
| Variance | 2.971878141 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 767 | |
| 7 | 50 | 5.6% |
| 5 | 21 | 2.3% |
| 3 | 16 | 1.8% |
| 8 | 12 | 1.3% |
| 4 | 5 | 0.6% |
| 6 | 4 | 0.4% |
| 2 | 3 | 0.3% |
| (Missing) | 21 | 2.3% |
| Value | Count | Frequency (%) |
| 1 | 767 | |
| 2 | 3 | 0.3% |
| 3 | 16 | 1.8% |
| 4 | 5 | 0.6% |
| 5 | 21 | 2.3% |
| 6 | 4 | 0.4% |
| 7 | 50 | 5.6% |
| 8 | 12 | 1.3% |
| Value | Count | Frequency (%) |
| 8 | 12 | 1.3% |
| 7 | 50 | 5.6% |
| 6 | 4 | 0.4% |
| 5 | 21 | 2.3% |
| 4 | 5 | 0.6% |
| 3 | 16 | 1.8% |
| 2 | 3 | 0.3% |
| 1 | 767 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 18 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.179341657 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.513083391 |
|---|---|
| Coefficient of variation (CV) | 0.4350591602 |
| Kurtosis | 13.09516328 |
| Mean | 1.179341657 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.324620682 |
| Sum | 1039 |
| Variance | 0.2632545661 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 757 | |
| 2 | 94 | 10.5% |
| 3 | 19 | 2.1% |
| 4 | 8 | 0.9% |
| 0 | 2 | 0.2% |
| 5 | 1 | 0.1% |
| (Missing) | 18 | 2.0% |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.2% |
| 1 | 757 | |
| 2 | 94 | 10.5% |
| 3 | 19 | 2.1% |
| 4 | 8 | 0.9% |
| 5 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | 0.1% |
| 4 | 8 | 0.9% |
| 3 | 19 | 2.1% |
| 2 | 94 | 10.5% |
| 1 | 757 | |
| 0 | 2 | 0.2% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| hungarian | |
|---|---|
| cleveland | |
| long-beach-va | |
| switzerland |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 10.16129032 |
| Min length | 9 |
Characters and Unicode
| Total characters | 9135 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | hungarian |
|---|---|
| 2nd row | hungarian |
| 3rd row | hungarian |
| 4th row | hungarian |
| 5th row | hungarian |
Common Values
| Value | Count | Frequency (%) |
| hungarian | 295 | |
| cleveland | 282 | |
| long-beach-va | 200 | |
| switzerland | 122 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| hungarian | 295 | |
| cleveland | 282 | |
| long-beach-va | 200 | |
| switzerland | 122 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1394 | |
| n | 1194 | |
| e | 886 | |
| l | 886 | |
| h | 495 | 5.4% |
| g | 495 | 5.4% |
| c | 482 | 5.3% |
| v | 482 | 5.3% |
| r | 417 | 4.6% |
| i | 417 | 4.6% |
| Other values (9) | 1987 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 8735 | |
| Dash Punctuation | 400 | 4.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1394 | |
| n | 1194 | |
| e | 886 | |
| l | 886 | |
| h | 495 | 5.7% |
| g | 495 | 5.7% |
| c | 482 | 5.5% |
| v | 482 | 5.5% |
| r | 417 | 4.8% |
| i | 417 | 4.8% |
| Other values (8) | 1587 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 400 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8735 | |
| Common | 400 | 4.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1394 | |
| n | 1194 | |
| e | 886 | |
| l | 886 | |
| h | 495 | 5.7% |
| g | 495 | 5.7% |
| c | 482 | 5.5% |
| v | 482 | 5.5% |
| r | 417 | 4.8% |
| i | 417 | 4.8% |
| Other values (8) | 1587 |
Common
| Value | Count | Frequency (%) |
| - | 400 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9135 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 1394 | |
| n | 1194 | |
| e | 886 | |
| l | 886 | |
| h | 495 | 5.4% |
| g | 495 | 5.4% |
| c | 482 | 5.3% |
| v | 482 | 5.3% |
| r | 417 | 4.6% |
| i | 417 | 4.6% |
| Other values (9) | 1987 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | age | sex | cp | trestbps | restecg | dig | prop | nitr | pro | diuretic | thaldur | thalach | thalrest | tpeakbps | tpeakbpd | trestbpd | exang | xhypo | oldpeak | num | lvx1 | lvx2 | lvx3 | lvx4 | lvf | dataset | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 40.0 | 1.0 | 2.0 | 140.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 18.0 | 172.0 | 86.0 | 200.0 | 110.0 | 86.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | hungarian |
| 1 | 1 | 49.0 | 0.0 | 3.0 | 160.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 10.0 | 156.0 | 100.0 | 220.0 | 106.0 | 90.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | hungarian |
| 2 | 2 | 37.0 | 1.0 | 2.0 | 130.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 10.0 | 98.0 | 58.0 | 180.0 | 100.0 | 80.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | hungarian |
| 3 | 3 | 48.0 | 0.0 | 4.0 | 138.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5.0 | 108.0 | 54.0 | 210.0 | 106.0 | 86.0 | 1.0 | 0.0 | 1.5 | 3.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | hungarian |
| 4 | 4 | 54.0 | 1.0 | 3.0 | 150.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 2.0 | 122.0 | 74.0 | 130.0 | 100.0 | 90.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | hungarian |
| 5 | 5 | 39.0 | 1.0 | 3.0 | 120.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 19.0 | 170.0 | 86.0 | 198.0 | 100.0 | 80.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | hungarian |
| 6 | 6 | 45.0 | 0.0 | 2.0 | 130.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 10.0 | 170.0 | 90.0 | 200.0 | 106.0 | 84.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | hungarian |
| 7 | 7 | 54.0 | 1.0 | 2.0 | 110.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 19.0 | 142.0 | 56.0 | 220.0 | 70.0 | 70.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | hungarian |
| 8 | 8 | 37.0 | 1.0 | 4.0 | 140.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 15.0 | 130.0 | 63.0 | 190.0 | 100.0 | 80.0 | 1.0 | 0.0 | 1.5 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | hungarian |
| 9 | 9 | 48.0 | 0.0 | 2.0 | 120.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 7.0 | 120.0 | 72.0 | 140.0 | 80.0 | 80.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | hungarian |
Last rows
| df_index | age | sex | cp | trestbps | restecg | dig | prop | nitr | pro | diuretic | thaldur | thalach | thalrest | tpeakbps | tpeakbpd | trestbpd | exang | xhypo | oldpeak | num | lvx1 | lvx2 | lvx3 | lvx4 | lvf | dataset | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 889 | 891 | 62.0 | 1.0 | 4.0 | 160.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 3.5 | 108.0 | 69.0 | 160.0 | 90.0 | 80.0 | 1.0 | 0.0 | 3.0 | 4.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | long-beach-va |
| 890 | 892 | 53.0 | 1.0 | 4.0 | 144.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 4.0 | 128.0 | 76.0 | 150.0 | 102.0 | 94.0 | 1.0 | 0.0 | 1.5 | 3.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | long-beach-va |
| 891 | 893 | 62.0 | 1.0 | 4.0 | 158.0 | 1.0 | 0.0 | 22.0 | 1.0 | 0.0 | 1.0 | 8.0 | 138.0 | 86.0 | 202.0 | 98.0 | 90.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | long-beach-va |
| 892 | 894 | 46.0 | 1.0 | 4.0 | 134.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5.5 | 126.0 | 88.0 | 174.0 | 114.0 | 90.0 | 0.0 | 0.0 | 0.0 | 2.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | long-beach-va |
| 893 | 895 | 54.0 | 0.0 | 4.0 | 127.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 7.5 | 154.0 | 83.0 | 158.0 | 84.0 | 78.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | long-beach-va |
| 894 | 896 | 62.0 | 1.0 | 1.0 | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | long-beach-va |
| 895 | 897 | 55.0 | 1.0 | 4.0 | 122.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 5.3 | 100.0 | 74.0 | 210.0 | 100.0 | 70.0 | 0.0 | 0.0 | 0.0 | 2.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | long-beach-va |
| 896 | 898 | 58.0 | 1.0 | 4.0 | NaN | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | long-beach-va |
| 897 | 899 | 62.0 | 1.0 | 2.0 | 120.0 | 2.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 6.7 | 93.0 | 67.0 | 164.0 | 110.0 | 80.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | long-beach-va |
| 898 | 900 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | long-beach-va |